MaterialEyes / atomaginedLinks
Main page for the 'atomagined' database. The 'atomagined' database contains synthetic atomic-resolution HAADF STEM images for select ICSD structure prototypes
☆14Updated 5 years ago
Alternatives and similar repositories for atomagined
Users that are interested in atomagined are comparing it to the libraries listed below
Sorting:
- Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automate…☆36Updated 4 years ago
- Gaussian processes and Bayesian optimization for images and hyperspectral data☆57Updated last year
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Updated 4 years ago
- Deep learning framework for atomistic image data☆34Updated last month
- This folder contains the source codes and data for the metallic glass paper☆32Updated 11 months ago
- Invariant representation learning from imaging and spectral data☆52Updated last year
- Modules for generating nanoscale+ atomic scenes, primarily using pymatgen as generators with S/TEM image simulation in mind☆14Updated 7 months ago
- Package to use an FCN to learn defects from STEM imaging☆25Updated 2 years ago
- AtomSegNet☆45Updated 3 years ago
- ☆14Updated 3 years ago
- 4DExplorer: Four dimensional scanning transmission electron microscopy (4D-STEM) imaging, reconstruction and data analysis.☆28Updated 3 months ago
- Visualization of electron microscopy datasets with deep learning☆25Updated 5 years ago
- Tools for extracting data and metadata from scientific data files☆13Updated 3 weeks ago
- Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data☆14Updated 8 years ago
- ML4Chem: Machine Learning for Chemistry and Materials☆98Updated 10 months ago
- ☆59Updated 2 weeks ago
- Machine learning model for crystal lattice constant prediction☆14Updated 4 years ago
- ☆21Updated last year
- Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation☆51Updated 5 years ago
- NIST Interatomic Potential Repository property calculation tools☆24Updated 2 months ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆41Updated 2 years ago
- MAterials Simulation Toolkit for Machine Learning (MAST-ML)☆125Updated 5 months ago
- ☆33Updated 3 weeks ago
- Forge is the Python package to access data in the Materials Data Facility☆31Updated 3 years ago
- Python package for uncertainty quantification in CALPHAD☆12Updated 10 months ago
- Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry☆85Updated 4 months ago
- Python code for the paper Bayesian Optimization of Nanoporous Materials.☆23Updated 2 years ago
- This repository contains code for handling the materials images and spectra dataset that is the largest expermental materials science dat…☆15Updated last year
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆38Updated 3 years ago
- "Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures", Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Je…☆35Updated 5 years ago